Projects per year
Personal profile
Research interests
I focus on methodology for problems in medicine and psychology (prognostic and diagnostic models), including: machine learning, natural language processing, computer vision, and knowledge graphs.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Incorporating visual information into neural machine translation
Dec 2013 → Nov 2017
Award Date: 3 Nov 2017
External positions
Management Committee Member, Multi3Generation COST Action
Sept 2019 → Sept 2023
Visiting Postdoctoral Fellow, Center for Data Science, New York University
Jun 2019 → Mar 2022
Keywords
- R Medicine (General)
- medical informatics
- mental health
- QA75 Electronic computers. Computer science
- artificial intelligence
- machine learning
- natural language processing
- computer vision
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Op weg naar een lerend medicatieveiligheid systeem (REMEDY project)
Klopotowska, J., Abu Hanna, A., Coimbra Alves Cavalcanti Calixto, I. & Murphy, R.
1/01/2019 → 31/12/2023
Project: Research
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Abu-Hanna A.: Methodology in Medical Informatics
Abu Hanna, A., Medlock, S., Ravelli, A., Bakker, T., Leopold, J. H., Coimbra Alves Cavalcanti Calixto, I., Klopotowska, J., Yordanov, T., Wortel, S., Al Farra, H., Dormosh, N., Westerbeek, L., Murphy, R., Mishra, N., van de Loo, B. & Burger, G.
1/01/2008 → …
Project: Research
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CaRe-NLP: Human-centric responsible NLP methods for Dutch healthcare
Coimbra Alves Cavalcanti Calixto, I., Abu Hanna, A. & Mishra, N.
15/04/2024 → 15/04/2029
Project: Research
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Drug-related causes attributed to acute kidney injury and their documentation in intensive care patients
Murphy, R. M., Dongelmans, D. A., Kom, I. Y., Calixto, I., Abu-Hanna, A., Jager, K. J., de Keizer, N. F. & Klopotowska, J. E., Jun 2023, In: Journal of Critical Care. 75, 154292.Research output: Contribution to journal › Article › Academic › peer-review
Open Access1 Citation (Scopus) -
Leveraging Multi-Word Concepts to Predict Acute Kidney Injury in Intensive Care
Brancato, L., Calixto, I., Abu-Hanna, A. & Vagliano, I., 29 Jun 2023, 21st International Conference on Informatics, Management, and Technology in Healthcare (ICIMTH 2023). Vol. 305. p. 10-13 4 p. (Studies in health technology and informatics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
SemEval-2023 Task 1: Visual Word Sense Disambiguation
Raganato, A., Calixto, I., Ushio, A., Camacho-Collados, J. & Pilehvar, M. T., 1 Jul 2023, Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023). Toronto, Canada: Association for Computational Linguistics (ACL), p. 2227-2234 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical Notes
Elfrink, A., Vagliano, I., Abu-Hanna, A. & Calixto, I., 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13897 LNAI. p. 193-198 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13897 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Video-and-Language (VidL) models and their cognitive relevance
Zonneveld, A., Gatt, A. & Calixto, I., 2023, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops. p. 325-338 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access
Prizes
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AiNed Fellowship Grant
Coimbra Alves Cavalcanti Calixto, Iacer (Recipient) & Abu Hanna, Ameen (Recipient), 8 Aug 2023
Prize › Academic
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Best paper
Brancato, Lorenzo (Recipient), Coimbra Alves Cavalcanti Calixto, Iacer (Recipient), Abu Hanna, Ameen (Recipient) & Vagliano, Iacopo (Recipient), Jul 2023
Prize: Other distinction